From 8a06567bdc249ccf6bee91c51cd1fa734170f758 Mon Sep 17 00:00:00 2001
From: Haibo Yan <haibo.yan@apple.com>
Date: Thu, 2 Apr 2026 21:22:54 -0700
Subject: [PATCH v5 1/5] jsonb: optimize object-field casts to scalar types

Extend the existing support-function rewrite for jsonb object-field
extraction, including jsonb_object_field(), ->, and key subscripting.

This keeps ordinary SQL syntax unchanged and rewrites supported casts
directly to explicit typed extractor functions for numeric, bool,
int2, int4, int8, float4, and float8.

Co-authored-by: Andy Fan <zhihuifan1213@163.com>
---
 src/backend/utils/adt/jsonb.c       | 154 ++++++++-
 src/backend/utils/adt/jsonfuncs.c   | 195 ++++++++++-
 src/include/catalog/pg_proc.dat     |  55 +++-
 src/test/regress/expected/jsonb.out | 485 +++++++++++++++++++++++++++-
 src/test/regress/sql/jsonb.sql      | 120 ++++++-
 5 files changed, 995 insertions(+), 14 deletions(-)

diff --git a/src/backend/utils/adt/jsonb.c b/src/backend/utils/adt/jsonb.c
index 864c5ac1c85..c85d4882f22 100644
--- a/src/backend/utils/adt/jsonb.c
+++ b/src/backend/utils/adt/jsonb.c
@@ -17,6 +17,9 @@
 #include "funcapi.h"
 #include "libpq/pqformat.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "nodes/supportnodes.h"
 #include "utils/builtins.h"
 #include "utils/fmgroids.h"
 #include "utils/json.h"
@@ -1816,6 +1819,155 @@ cannotCastJsonbValue(enum jbvType type, const char *sqltype, Node *escontext)
 	return (Datum) 0;
 }
 
+/*
+ * jsonb_cast_support()
+ *
+ * Planner support function for jsonb-to-scalar cast functions, attached via
+ * prosupport on the jsonb_numeric, jsonb_bool, jsonb_int4, jsonb_int8, and
+ * jsonb_float8 catalog entries.
+ *
+ * When the sole argument to the cast is a jsonb_object_field() call (the ->
+ * operator), we replace the two-step cast(extract(...)) expression with a
+ * single typed extractor that reads the scalar directly from the in-memory
+ * JsonbValue, avoiding a round-trip through JsonbValueToJsonb.
+ *
+ * For example, (j -> 'a')::numeric is parsed as:
+ *   jsonb_numeric(jsonb_object_field(j, 'a'))
+ * and is rewritten to:
+ *   jsonb_object_field_numeric(j, 'a')
+ */
+Datum
+jsonb_cast_support(PG_FUNCTION_ARGS)
+{
+	Node	   *rawreq = (Node *) PG_GETARG_POINTER(0);
+	Node	   *ret = NULL;
+
+	if (IsA(rawreq, SupportRequestSimplify))
+	{
+		SupportRequestSimplify *req = (SupportRequestSimplify *) rawreq;
+		FuncExpr   *fexpr = req->fcall;
+		Node	   *arg;
+		Oid			inner_funcid;
+		List	   *inner_args;
+		int			location;
+		Oid			replacement_funcid;
+		Oid			replacement_rettype;
+		FuncExpr   *newfexpr;
+
+		/* The cast function must have exactly one argument */
+		if (list_length(fexpr->args) != 1)
+			PG_RETURN_POINTER(NULL);
+
+		arg = (Node *) linitial(fexpr->args);
+
+		/*
+		 * Identify the inner extraction expression.  It may appear as a
+		 * FuncExpr, an OpExpr, or a SubscriptingRef, depending on how the
+		 * expression is represented at this point.  Accept the supported
+		 * forms.
+		 */
+		if (IsA(arg, FuncExpr))
+		{
+			FuncExpr   *inner = (FuncExpr *) arg;
+
+			inner_funcid = inner->funcid;
+			inner_args = inner->args;
+			location = inner->location;
+		}
+		else if (IsA(arg, OpExpr))
+		{
+			OpExpr	   *inner = (OpExpr *) arg;
+
+			inner_funcid = inner->opfuncid;
+			inner_args = inner->args;
+			location = inner->location;
+		}
+		else if (IsA(arg, SubscriptingRef))
+		{
+			SubscriptingRef *sbsref = (SubscriptingRef *) arg;
+			Node	   *subscript;
+
+			/*
+			 * Only handle the narrow case equivalent to object-field
+			 * extraction: a single text-typed subscript on a jsonb
+			 * container, with no slice and no assignment.
+			 */
+			if (sbsref->refcontainertype != JSONBOID)
+				PG_RETURN_POINTER(NULL);
+			if (list_length(sbsref->refupperindexpr) != 1)
+				PG_RETURN_POINTER(NULL);
+			if (sbsref->reflowerindexpr != NIL)
+				PG_RETURN_POINTER(NULL);
+			if (sbsref->refassgnexpr != NULL)
+				PG_RETURN_POINTER(NULL);
+
+			subscript = (Node *) linitial(sbsref->refupperindexpr);
+			if (exprType(subscript) != TEXTOID)
+				PG_RETURN_POINTER(NULL);
+
+			inner_funcid = F_JSONB_OBJECT_FIELD;
+			inner_args = list_make2(sbsref->refexpr, subscript);
+			location = exprLocation(arg);
+		}
+		else
+			PG_RETURN_POINTER(NULL);
+
+		/* Only rewrite jsonb_object_field(jsonb, text); verify arity too */
+		if (inner_funcid != F_JSONB_OBJECT_FIELD)
+			PG_RETURN_POINTER(NULL);
+		if (list_length(inner_args) != 2)
+			PG_RETURN_POINTER(NULL);
+
+		/* Map the outer cast to the corresponding typed extractor */
+		if (fexpr->funcid == F_NUMERIC_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_NUMERIC;
+			replacement_rettype = NUMERICOID;
+		}
+		else if (fexpr->funcid == F_BOOL_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_BOOL;
+			replacement_rettype = BOOLOID;
+		}
+		else if (fexpr->funcid == F_INT4_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_INT4;
+			replacement_rettype = INT4OID;
+		}
+		else if (fexpr->funcid == F_INT8_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_INT8;
+			replacement_rettype = INT8OID;
+		}
+		else if (fexpr->funcid == F_FLOAT8_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_FLOAT8;
+			replacement_rettype = FLOAT8OID;
+		}
+		else if (fexpr->funcid == F_INT2_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_INT2;
+			replacement_rettype = INT2OID;
+		}
+		else if (fexpr->funcid == F_FLOAT4_JSONB)
+		{
+			replacement_funcid = F_JSONB_OBJECT_FIELD_FLOAT4;
+			replacement_rettype = FLOAT4OID;
+		}
+		else
+			PG_RETURN_POINTER(NULL);
+
+		/* Build the replacement function call */
+		newfexpr = makeFuncExpr(replacement_funcid, replacement_rettype,
+								inner_args, InvalidOid, InvalidOid,
+								COERCE_EXPLICIT_CALL);
+		newfexpr->location = location;
+		ret = (Node *) newfexpr;
+	}
+
+	PG_RETURN_POINTER(ret);
+}
+
 Datum
 jsonb_bool(PG_FUNCTION_ARGS)
 {
@@ -2033,4 +2185,4 @@ JsonbUnquote(Jsonb *jb)
 	}
 	else
 		return JsonbToCString(NULL, &jb->root, VARSIZE(jb));
-}
+}
\ No newline at end of file
diff --git a/src/backend/utils/adt/jsonfuncs.c b/src/backend/utils/adt/jsonfuncs.c
index 97cc3d60340..c260577d895 100644
--- a/src/backend/utils/adt/jsonfuncs.c
+++ b/src/backend/utils/adt/jsonfuncs.c
@@ -921,6 +921,199 @@ jsonb_object_field_text(PG_FUNCTION_ARGS)
 	PG_RETURN_NULL();
 }
 
+/*
+ * Typed scalar extraction from jsonb object fields.
+ *
+ * These functions extract a typed scalar directly from the in-memory
+ * JsonbValue found by key lookup, skipping the intermediate Jsonb
+ * serialization that occurs with the unoptimized cast-over-extraction path.
+ *
+ * They live here alongside jsonb_object_field() because they share the
+ * same key-lookup logic (getKeyJsonValueFromContainer).
+ *
+ * Registered in pg_proc as ordinary SQL-callable builtins; also serve as
+ * planner rewrite targets for jsonb_cast_support() in jsonb.c.
+ *
+ * NULL semantics match the existing cast path: a missing key or a JSON
+ * null value both produce SQL NULL; a type mismatch raises ERROR.
+ */
+
+/*
+ * Look up a key in a jsonb object and return the JsonbValue, or NULL.
+ * Returns NULL (without error) when the input is not an object, the key
+ * is absent, or the value is JSON null.
+ */
+static JsonbValue *
+jsonb_object_field_lookup(Jsonb *jb, text *key, JsonbValue *vbuf)
+{
+	JsonbValue *v;
+
+	if (!JB_ROOT_IS_OBJECT(jb))
+		return NULL;
+
+	v = getKeyJsonValueFromContainer(&jb->root,
+									 VARDATA_ANY(key),
+									 VARSIZE_ANY_EXHDR(key),
+									 vbuf);
+
+	/* Missing key or JSON null both map to SQL NULL */
+	if (v == NULL || v->type == jbvNull)
+		return NULL;
+
+	return v;
+}
+
+/*
+ * Raise a type-mismatch error for typed field extraction.
+ *
+ * The message wording matches cannotCastJsonbValue() in jsonb.c so that
+ * the optimized and unoptimized paths produce identical errors.
+ */
+static void
+jsonb_field_cast_error(JsonbValue *v, const char *sqltype)
+{
+	const char *jsontype;
+
+	switch (v->type)
+	{
+		case jbvNull:
+			jsontype = "null";
+			break;
+		case jbvString:
+			jsontype = "string";
+			break;
+		case jbvNumeric:
+			jsontype = "numeric";
+			break;
+		case jbvBool:
+			jsontype = "boolean";
+			break;
+		case jbvArray:
+			jsontype = "array";
+			break;
+		case jbvObject:
+			jsontype = "object";
+			break;
+		case jbvBinary:
+			jsontype = "array or object";
+			break;
+		default:
+			elog(ERROR, "unknown jsonb type: %d", (int) v->type);
+			jsontype = NULL;	/* keep compiler quiet */
+	}
+
+	ereport(ERROR,
+			(errcode(ERRCODE_INVALID_PARAMETER_VALUE),
+			 errmsg("cannot cast jsonb %s to type %s",
+					jsontype, sqltype)));
+}
+
+/*
+ * Per-type conversion helpers for typed field extraction.
+ *
+ * Each validates the expected JsonbValue type, raises a type-mismatch
+ * error (via jsonb_field_cast_error) if wrong, and returns the converted
+ * value as Datum.  These are the only place where conversion semantics
+ * live; the wrapper macro below is intentionally kept thin.
+ */
+static Datum
+jsonb_value_to_numeric_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "numeric");
+
+	return NumericGetDatum(DatumGetNumericCopy(NumericGetDatum(v->val.numeric)));
+}
+
+static Datum
+jsonb_value_to_bool_datum(JsonbValue *v)
+{
+	if (v->type != jbvBool)
+		jsonb_field_cast_error(v, "boolean");
+
+	return BoolGetDatum(v->val.boolean);
+}
+
+static Datum
+jsonb_value_to_int4_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "integer");
+
+	return DirectFunctionCall1(numeric_int4, NumericGetDatum(v->val.numeric));
+}
+
+static Datum
+jsonb_value_to_int8_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "bigint");
+
+	return DirectFunctionCall1(numeric_int8, NumericGetDatum(v->val.numeric));
+}
+
+static Datum
+jsonb_value_to_float8_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "double precision");
+
+	return DirectFunctionCall1(numeric_float8, NumericGetDatum(v->val.numeric));
+}
+
+static Datum
+jsonb_value_to_int2_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "smallint");
+
+	return DirectFunctionCall1(numeric_int2, NumericGetDatum(v->val.numeric));
+}
+
+static Datum
+jsonb_value_to_float4_datum(JsonbValue *v)
+{
+	if (v->type != jbvNumeric)
+		jsonb_field_cast_error(v, "real");
+
+	return DirectFunctionCall1(numeric_float4, NumericGetDatum(v->val.numeric));
+}
+
+/*
+ * Thin-wrapper macro for the jsonb_object_field_<type> extractor family.
+ * Reduces repetition: each wrapper does lookup, NULL handling, and delegates
+ * to a type-specific conversion helper that holds the actual semantics.
+ */
+#define DEFINE_JSONB_OBJECT_FIELD_TYPED(fname, convfn) \
+Datum \
+fname(PG_FUNCTION_ARGS) \
+{ \
+	Jsonb	   *jb = PG_GETARG_JSONB_P(0); \
+	text	   *key = PG_GETARG_TEXT_PP(1); \
+	JsonbValue	vbuf; \
+	JsonbValue *v; \
+	Datum		result; \
+\
+	v = jsonb_object_field_lookup(jb, key, &vbuf); \
+	if (v == NULL) \
+	{ \
+		PG_FREE_IF_COPY(jb, 0); \
+		PG_RETURN_NULL(); \
+	} \
+\
+	result = convfn(v); \
+	PG_FREE_IF_COPY(jb, 0); \
+	return result; \
+}
+
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_numeric, jsonb_value_to_numeric_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_bool, jsonb_value_to_bool_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_int4, jsonb_value_to_int4_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_int8, jsonb_value_to_int8_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_float8, jsonb_value_to_float8_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_int2, jsonb_value_to_int2_datum)
+DEFINE_JSONB_OBJECT_FIELD_TYPED(jsonb_object_field_float4, jsonb_value_to_float4_datum)
+
 Datum
 json_array_element(PG_FUNCTION_ARGS)
 {
@@ -6167,4 +6360,4 @@ json_check_mutability(Oid typoid, bool is_jsonb, bool *has_mutable)
 				*has_mutable = true;
 			break;
 	}
-}
+}
\ No newline at end of file
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index fa9ae79082b..406e08dffdd 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -4798,25 +4798,30 @@
   prosrc => 'numeric_pg_lsn' },
 
 { oid => '3556', descr => 'convert jsonb to boolean',
-  proname => 'bool', prorettype => 'bool', proargtypes => 'jsonb',
+  proname => 'bool', prosupport => 'jsonb_cast_support', prorettype => 'bool', proargtypes => 'jsonb',
   prosrc => 'jsonb_bool' },
 { oid => '3449', descr => 'convert jsonb to numeric',
-  proname => 'numeric', prorettype => 'numeric', proargtypes => 'jsonb',
+  proname => 'numeric', prosupport => 'jsonb_cast_support', prorettype => 'numeric', proargtypes => 'jsonb',
   prosrc => 'jsonb_numeric' },
 { oid => '3450', descr => 'convert jsonb to int2',
-  proname => 'int2', prorettype => 'int2', proargtypes => 'jsonb',
+  proname => 'int2', prosupport => 'jsonb_cast_support',
+  prorettype => 'int2', proargtypes => 'jsonb',
   prosrc => 'jsonb_int2' },
 { oid => '3451', descr => 'convert jsonb to int4',
-  proname => 'int4', prorettype => 'int4', proargtypes => 'jsonb',
+  proname => 'int4', prosupport => 'jsonb_cast_support',
+  prorettype => 'int4', proargtypes => 'jsonb',
   prosrc => 'jsonb_int4' },
 { oid => '3452', descr => 'convert jsonb to int8',
-  proname => 'int8', prorettype => 'int8', proargtypes => 'jsonb',
+  proname => 'int8', prosupport => 'jsonb_cast_support',
+  prorettype => 'int8', proargtypes => 'jsonb',
   prosrc => 'jsonb_int8' },
 { oid => '3453', descr => 'convert jsonb to float4',
-  proname => 'float4', prorettype => 'float4', proargtypes => 'jsonb',
+  proname => 'float4', prosupport => 'jsonb_cast_support',
+  prorettype => 'float4', proargtypes => 'jsonb',
   prosrc => 'jsonb_float4' },
 { oid => '2580', descr => 'convert jsonb to float8',
-  proname => 'float8', prorettype => 'float8', proargtypes => 'jsonb',
+  proname => 'float8', prosupport => 'jsonb_cast_support',
+  prorettype => 'float8', proargtypes => 'jsonb',
   prosrc => 'jsonb_float8' },
 
 # formatting
@@ -12769,4 +12774,38 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
-]
+
+# jsonb cast optimization support functions
+{ oid => '9950', descr => 'planner support for jsonb casts',
+  proname => 'jsonb_cast_support', prorettype => 'internal',
+  proargtypes => 'internal', prosrc => 'jsonb_cast_support' },
+{ oid => '9953', descr => 'extract numeric from jsonb object by field name',
+  proname => 'jsonb_object_field_numeric', prorettype => 'numeric',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_numeric' },
+{ oid => '9954', descr => 'extract boolean from jsonb object by field name',
+  proname => 'jsonb_object_field_bool', prorettype => 'bool',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_bool' },
+{ oid => '9955', descr => 'extract int4 from jsonb object by field name',
+  proname => 'jsonb_object_field_int4', prorettype => 'int4',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_int4' },
+{ oid => '9956', descr => 'extract int8 from jsonb object by field name',
+  proname => 'jsonb_object_field_int8', prorettype => 'int8',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_int8' },
+{ oid => '9957', descr => 'extract float8 from jsonb object by field name',
+  proname => 'jsonb_object_field_float8', prorettype => 'float8',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_float8' },
+{ oid => '9980', descr => 'extract int2 from jsonb object by field name',
+  proname => 'jsonb_object_field_int2', prorettype => 'int2',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_int2' },
+{ oid => '9981', descr => 'extract float4 from jsonb object by field name',
+  proname => 'jsonb_object_field_float4', prorettype => 'float4',
+  proargtypes => 'jsonb text', proargnames => '{from_json,field_name}',
+  prosrc => 'jsonb_object_field_float4' },
+
+]
\ No newline at end of file
diff --git a/src/test/regress/expected/jsonb.out b/src/test/regress/expected/jsonb.out
index 4e2467852db..c31fb120dd8 100644
--- a/src/test/regress/expected/jsonb.out
+++ b/src/test/regress/expected/jsonb.out
@@ -458,7 +458,487 @@ CREATE TEMP TABLE test_jsonb (
 INSERT INTO test_jsonb VALUES
 ('scalar','"a scalar"'),
 ('array','["zero", "one","two",null,"four","five", [1,2,3],{"f1":9}]'),
-('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}}');
+('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}, "field7": true}');
+-- Optimized typed extraction: the planner rewrites (j->'key')::type into a
+-- direct typed extractor call, currently for numeric, bool, int2, int4, int8,
+-- float4, float8.
+-- Section 1: planner rewrite verification (rewritten targets)
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::numeric FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                            
+-----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_numeric(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field7')::bool FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_bool(test_json, 'field7'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int4 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int4(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int8 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int8(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::float8 FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                           
+----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_float8(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int2 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int2(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::float4 FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                           
+----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_float4(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+-- Section 1b: planner rewrite verification for subscripting syntax
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::numeric FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                            
+-----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_numeric(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field7'])::bool FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_bool(test_json, 'field7'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int4 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int4(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int8 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int8(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::float8 FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                           
+----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_float8(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int2 FROM test_jsonb WHERE json_type = 'object';
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_int2(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::float4 FROM test_jsonb WHERE json_type = 'object';
+                           QUERY PLAN                           
+----------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_object_field_float4(test_json, 'field4'::text)
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+-- Section 2: correct execution through the rewritten path
+SELECT (test_json -> 'field4')::numeric FROM test_jsonb WHERE json_type = 'object';
+ numeric 
+---------
+       4
+(1 row)
+
+SELECT (test_json -> 'field7')::bool FROM test_jsonb WHERE json_type = 'object';
+ bool 
+------
+ t
+(1 row)
+
+SELECT (test_json -> 'field4')::int4 FROM test_jsonb WHERE json_type = 'object';
+ int4 
+------
+    4
+(1 row)
+
+SELECT (test_json -> 'field4')::int8 FROM test_jsonb WHERE json_type = 'object';
+ int8 
+------
+    4
+(1 row)
+
+SELECT (test_json -> 'field4')::float8 FROM test_jsonb WHERE json_type = 'object';
+ float8 
+--------
+      4
+(1 row)
+
+SELECT (test_json -> 'field4')::int2 FROM test_jsonb WHERE json_type = 'object';
+ int2 
+------
+    4
+(1 row)
+
+SELECT (test_json -> 'field4')::float4 FROM test_jsonb WHERE json_type = 'object';
+ float4 
+--------
+      4
+(1 row)
+
+-- Section 2b: correct execution through subscripting syntax
+SELECT (test_json['field4'])::numeric FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+SELECT (test_json['field7'])::bool FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+ t
+(1 row)
+
+SELECT (test_json['field4'])::int4 FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+SELECT (test_json['field4'])::int8 FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+SELECT (test_json['field4'])::float8 FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+SELECT (test_json['field4'])::int2 FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+SELECT (test_json['field4'])::float4 FROM test_jsonb WHERE json_type = 'object';
+ test_json 
+-----------
+         4
+(1 row)
+
+-- Section 3: NULL semantics (missing key, JSON null, non-object input)
+SELECT (test_json -> 'field3')::numeric FROM test_jsonb WHERE json_type = 'object';  -- JSON null
+ numeric 
+---------
+        
+(1 row)
+
+SELECT (test_json -> 'nonexistent')::numeric FROM test_jsonb WHERE json_type = 'object';  -- missing key
+ numeric 
+---------
+        
+(1 row)
+
+SELECT (test_json -> 'x')::numeric FROM test_jsonb WHERE json_type = 'array';  -- non-object
+ numeric 
+---------
+        
+(1 row)
+
+SELECT (test_json -> 'field3')::bool FROM test_jsonb WHERE json_type = 'object';  -- JSON null, bool path
+ bool 
+------
+ 
+(1 row)
+
+SELECT (test_json -> 'field3')::int4 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, int4 path
+ int4 
+------
+     
+(1 row)
+
+SELECT (test_json -> 'nonexistent')::int4 FROM test_jsonb WHERE json_type = 'object';  -- missing key, int4
+ int4 
+------
+     
+(1 row)
+
+SELECT (test_json -> 'field3')::float8 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, float8 path
+ float8 
+--------
+       
+(1 row)
+
+SELECT (test_json -> 'nonexistent')::float8 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float8
+ float8 
+--------
+       
+(1 row)
+
+SELECT (test_json -> 'field3')::int2 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, int2 path
+ int2 
+------
+     
+(1 row)
+
+SELECT (test_json -> 'nonexistent')::int2 FROM test_jsonb WHERE json_type = 'object';  -- missing key, int2
+ int2 
+------
+     
+(1 row)
+
+SELECT (test_json -> 'field3')::float4 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, float4 path
+ float4 
+--------
+       
+(1 row)
+
+SELECT (test_json -> 'nonexistent')::float4 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float4
+ float4 
+--------
+       
+(1 row)
+
+-- Section 3b: NULL semantics through subscripting syntax
+SELECT (test_json['field3'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- JSON null
+ test_json 
+-----------
+          
+(1 row)
+
+SELECT (test_json['nonexistent'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- missing key
+ test_json 
+-----------
+          
+(1 row)
+
+SELECT (test_json['nonexistent'])::float8 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float8
+ test_json 
+-----------
+          
+(1 row)
+
+-- Section 4: type-mismatch errors (scalar and container types)
+SELECT (test_json -> 'field1')::numeric FROM test_jsonb WHERE json_type = 'object';  -- string to numeric
+ERROR:  cannot cast jsonb string to type numeric
+SELECT (test_json -> 'field1')::bool FROM test_jsonb WHERE json_type = 'object';  -- string to bool
+ERROR:  cannot cast jsonb string to type boolean
+SELECT (test_json -> 'field5')::numeric FROM test_jsonb WHERE json_type = 'object';  -- array to numeric
+ERROR:  cannot cast jsonb array or object to type numeric
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';  -- string to int4
+ERROR:  cannot cast jsonb string to type integer
+SELECT (test_json -> 'field1')::int8 FROM test_jsonb WHERE json_type = 'object';  -- string to int8
+ERROR:  cannot cast jsonb string to type bigint
+SELECT (test_json -> 'field1')::float8 FROM test_jsonb WHERE json_type = 'object';  -- string to float8
+ERROR:  cannot cast jsonb string to type double precision
+SELECT (test_json -> 'field5')::int4 FROM test_jsonb WHERE json_type = 'object';  -- array to int4
+ERROR:  cannot cast jsonb array or object to type integer
+SELECT (test_json -> 'field5')::float8 FROM test_jsonb WHERE json_type = 'object';  -- array to float8
+ERROR:  cannot cast jsonb array or object to type double precision
+SELECT (test_json -> 'field1')::int2 FROM test_jsonb WHERE json_type = 'object';  -- string to int2
+ERROR:  cannot cast jsonb string to type smallint
+SELECT (test_json -> 'field1')::float4 FROM test_jsonb WHERE json_type = 'object';  -- string to float4
+ERROR:  cannot cast jsonb string to type real
+SELECT (test_json -> 'field5')::int2 FROM test_jsonb WHERE json_type = 'object';  -- array to int2
+ERROR:  cannot cast jsonb array or object to type smallint
+SELECT (test_json -> 'field5')::float4 FROM test_jsonb WHERE json_type = 'object';  -- array to float4
+ERROR:  cannot cast jsonb array or object to type real
+-- Section 4b: type-mismatch error through subscripting syntax
+SELECT (test_json['field1'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- string to numeric
+ERROR:  cannot cast jsonb string to type numeric
+SELECT (test_json['field1'])::int8 FROM test_jsonb WHERE json_type = 'object';  -- string to int8
+ERROR:  cannot cast jsonb string to type bigint
+-- Section 5: direct calls to typed extractor builtins
+SELECT jsonb_object_field_numeric('{"a": 1}'::jsonb, 'a');
+ jsonb_object_field_numeric 
+----------------------------
+                          1
+(1 row)
+
+SELECT jsonb_object_field_numeric('{"a": 3.14}'::jsonb, 'a');
+ jsonb_object_field_numeric 
+----------------------------
+                       3.14
+(1 row)
+
+SELECT jsonb_object_field_bool('{"a": true}'::jsonb, 'a');
+ jsonb_object_field_bool 
+-------------------------
+ t
+(1 row)
+
+SELECT jsonb_object_field_bool('{"a": false}'::jsonb, 'a');
+ jsonb_object_field_bool 
+-------------------------
+ f
+(1 row)
+
+SELECT jsonb_object_field_int4('{"a": 42}'::jsonb, 'a');
+ jsonb_object_field_int4 
+-------------------------
+                      42
+(1 row)
+
+SELECT jsonb_object_field_int8('{"a": 9876543210}'::jsonb, 'a');
+ jsonb_object_field_int8 
+-------------------------
+              9876543210
+(1 row)
+
+SELECT jsonb_object_field_float8('{"a": 3.14}'::jsonb, 'a');
+ jsonb_object_field_float8 
+---------------------------
+                      3.14
+(1 row)
+
+SELECT jsonb_object_field_int2('{"a": 42}'::jsonb, 'a');
+ jsonb_object_field_int2 
+-------------------------
+                      42
+(1 row)
+
+SELECT jsonb_object_field_int2('{"a": 3}'::jsonb, 'a');
+ jsonb_object_field_int2 
+-------------------------
+                       3
+(1 row)
+
+SELECT jsonb_object_field_float4('{"a": 3.14}'::jsonb, 'a');
+ jsonb_object_field_float4 
+---------------------------
+                      3.14
+(1 row)
+
+SELECT jsonb_object_field_float4('{"a": 1.5}'::jsonb, 'a');
+ jsonb_object_field_float4 
+---------------------------
+                       1.5
+(1 row)
+
+-- direct calls: NULL semantics
+SELECT jsonb_object_field_numeric('{"a": 1}'::jsonb, 'missing');
+ jsonb_object_field_numeric 
+----------------------------
+                           
+(1 row)
+
+SELECT jsonb_object_field_numeric('{"a": null}'::jsonb, 'a');
+ jsonb_object_field_numeric 
+----------------------------
+                           
+(1 row)
+
+SELECT jsonb_object_field_bool('{"a": true}'::jsonb, 'missing');
+ jsonb_object_field_bool 
+-------------------------
+ 
+(1 row)
+
+SELECT jsonb_object_field_int4('{"a": 1}'::jsonb, 'missing');
+ jsonb_object_field_int4 
+-------------------------
+                        
+(1 row)
+
+SELECT jsonb_object_field_int4('{"a": null}'::jsonb, 'a');
+ jsonb_object_field_int4 
+-------------------------
+                        
+(1 row)
+
+SELECT jsonb_object_field_float8('{"a": 1.0}'::jsonb, 'missing');
+ jsonb_object_field_float8 
+---------------------------
+                          
+(1 row)
+
+SELECT jsonb_object_field_int2('{"a": 1}'::jsonb, 'missing');
+ jsonb_object_field_int2 
+-------------------------
+                        
+(1 row)
+
+SELECT jsonb_object_field_int2('{"a": null}'::jsonb, 'a');
+ jsonb_object_field_int2 
+-------------------------
+                        
+(1 row)
+
+SELECT jsonb_object_field_float4('{"a": 1.0}'::jsonb, 'missing');
+ jsonb_object_field_float4 
+---------------------------
+                          
+(1 row)
+
+SELECT jsonb_object_field_float4('{"a": null}'::jsonb, 'a');
+ jsonb_object_field_float4 
+---------------------------
+                          
+(1 row)
+
+-- direct calls: type-mismatch errors
+SELECT jsonb_object_field_numeric('{"a": "text"}'::jsonb, 'a');
+ERROR:  cannot cast jsonb string to type numeric
+SELECT jsonb_object_field_bool('{"a": 1}'::jsonb, 'a');
+ERROR:  cannot cast jsonb numeric to type boolean
+SELECT jsonb_object_field_numeric('{"a": {"x":1}}'::jsonb, 'a');  -- container to scalar
+ERROR:  cannot cast jsonb array or object to type numeric
+SELECT jsonb_object_field_int4('{"a": "text"}'::jsonb, 'a');
+ERROR:  cannot cast jsonb string to type integer
+SELECT jsonb_object_field_int8('{"a": true}'::jsonb, 'a');
+ERROR:  cannot cast jsonb boolean to type bigint
+SELECT jsonb_object_field_float8('{"a": [1,2]}'::jsonb, 'a');  -- container to float8
+ERROR:  cannot cast jsonb array or object to type double precision
+SELECT jsonb_object_field_int2('{"a": "text"}'::jsonb, 'a');  -- string to int2
+ERROR:  cannot cast jsonb string to type smallint
+SELECT jsonb_object_field_float4('{"a": true}'::jsonb, 'a');  -- bool to float4
+ERROR:  cannot cast jsonb boolean to type real
+SELECT jsonb_object_field_int2('{"a": [1,2]}'::jsonb, 'a');  -- container to int2
+ERROR:  cannot cast jsonb array or object to type smallint
+SELECT jsonb_object_field_float4('{"a": {"x":1}}'::jsonb, 'a');  -- container to float4
+ERROR:  cannot cast jsonb array or object to type real
+-- direct calls: integer overflow
+SELECT jsonb_object_field_int4('{"a": 9999999999}'::jsonb, 'a');
+ERROR:  integer out of range
+-- direct calls: int2 overflow
+SELECT jsonb_object_field_int2('{"a": 99999}'::jsonb, 'a');
+ERROR:  smallint out of range
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'scalar';
  ?column? 
 ----------
@@ -586,7 +1066,8 @@ SELECT jsonb_object_keys(test_json) FROM test_jsonb WHERE json_type = 'object';
  field4
  field5
  field6
-(6 rows)
+ field7
+(7 rows)
 
 -- nulls
 SELECT (test_json->'field3') IS NULL AS expect_false FROM test_jsonb WHERE json_type = 'object';
diff --git a/src/test/regress/sql/jsonb.sql b/src/test/regress/sql/jsonb.sql
index d28ed1c1e85..61c567110fc 100644
--- a/src/test/regress/sql/jsonb.sql
+++ b/src/test/regress/sql/jsonb.sql
@@ -155,7 +155,123 @@ CREATE TEMP TABLE test_jsonb (
 INSERT INTO test_jsonb VALUES
 ('scalar','"a scalar"'),
 ('array','["zero", "one","two",null,"four","five", [1,2,3],{"f1":9}]'),
-('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}}');
+('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}, "field7": true}');
+
+-- Optimized typed extraction: the planner rewrites (j->'key')::type into a
+-- direct typed extractor call, currently for numeric, bool, int2, int4, int8,
+-- float4, float8.
+
+-- Section 1: planner rewrite verification (rewritten targets)
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::numeric FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field7')::bool FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int4 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int8 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::float8 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::int2 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json -> 'field4')::float4 FROM test_jsonb WHERE json_type = 'object';
+
+-- Section 1b: planner rewrite verification for subscripting syntax
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::numeric FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field7'])::bool FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int4 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int8 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::float8 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::int2 FROM test_jsonb WHERE json_type = 'object';
+EXPLAIN (VERBOSE, COSTS OFF) SELECT (test_json['field4'])::float4 FROM test_jsonb WHERE json_type = 'object';
+
+-- Section 2: correct execution through the rewritten path
+SELECT (test_json -> 'field4')::numeric FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field7')::bool FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field4')::int4 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field4')::int8 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field4')::float8 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field4')::int2 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field4')::float4 FROM test_jsonb WHERE json_type = 'object';
+
+-- Section 2b: correct execution through subscripting syntax
+SELECT (test_json['field4'])::numeric FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field7'])::bool FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field4'])::int4 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field4'])::int8 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field4'])::float8 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field4'])::int2 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json['field4'])::float4 FROM test_jsonb WHERE json_type = 'object';
+
+-- Section 3: NULL semantics (missing key, JSON null, non-object input)
+SELECT (test_json -> 'field3')::numeric FROM test_jsonb WHERE json_type = 'object';  -- JSON null
+SELECT (test_json -> 'nonexistent')::numeric FROM test_jsonb WHERE json_type = 'object';  -- missing key
+SELECT (test_json -> 'x')::numeric FROM test_jsonb WHERE json_type = 'array';  -- non-object
+SELECT (test_json -> 'field3')::bool FROM test_jsonb WHERE json_type = 'object';  -- JSON null, bool path
+SELECT (test_json -> 'field3')::int4 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, int4 path
+SELECT (test_json -> 'nonexistent')::int4 FROM test_jsonb WHERE json_type = 'object';  -- missing key, int4
+SELECT (test_json -> 'field3')::float8 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, float8 path
+SELECT (test_json -> 'nonexistent')::float8 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float8
+SELECT (test_json -> 'field3')::int2 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, int2 path
+SELECT (test_json -> 'nonexistent')::int2 FROM test_jsonb WHERE json_type = 'object';  -- missing key, int2
+SELECT (test_json -> 'field3')::float4 FROM test_jsonb WHERE json_type = 'object';  -- JSON null, float4 path
+SELECT (test_json -> 'nonexistent')::float4 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float4
+
+-- Section 3b: NULL semantics through subscripting syntax
+SELECT (test_json['field3'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- JSON null
+SELECT (test_json['nonexistent'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- missing key
+SELECT (test_json['nonexistent'])::float8 FROM test_jsonb WHERE json_type = 'object';  -- missing key, float8
+
+-- Section 4: type-mismatch errors (scalar and container types)
+SELECT (test_json -> 'field1')::numeric FROM test_jsonb WHERE json_type = 'object';  -- string to numeric
+SELECT (test_json -> 'field1')::bool FROM test_jsonb WHERE json_type = 'object';  -- string to bool
+SELECT (test_json -> 'field5')::numeric FROM test_jsonb WHERE json_type = 'object';  -- array to numeric
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';  -- string to int4
+SELECT (test_json -> 'field1')::int8 FROM test_jsonb WHERE json_type = 'object';  -- string to int8
+SELECT (test_json -> 'field1')::float8 FROM test_jsonb WHERE json_type = 'object';  -- string to float8
+SELECT (test_json -> 'field5')::int4 FROM test_jsonb WHERE json_type = 'object';  -- array to int4
+SELECT (test_json -> 'field5')::float8 FROM test_jsonb WHERE json_type = 'object';  -- array to float8
+SELECT (test_json -> 'field1')::int2 FROM test_jsonb WHERE json_type = 'object';  -- string to int2
+SELECT (test_json -> 'field1')::float4 FROM test_jsonb WHERE json_type = 'object';  -- string to float4
+SELECT (test_json -> 'field5')::int2 FROM test_jsonb WHERE json_type = 'object';  -- array to int2
+SELECT (test_json -> 'field5')::float4 FROM test_jsonb WHERE json_type = 'object';  -- array to float4
+
+-- Section 4b: type-mismatch error through subscripting syntax
+SELECT (test_json['field1'])::numeric FROM test_jsonb WHERE json_type = 'object';  -- string to numeric
+SELECT (test_json['field1'])::int8 FROM test_jsonb WHERE json_type = 'object';  -- string to int8
+
+-- Section 5: direct calls to typed extractor builtins
+SELECT jsonb_object_field_numeric('{"a": 1}'::jsonb, 'a');
+SELECT jsonb_object_field_numeric('{"a": 3.14}'::jsonb, 'a');
+SELECT jsonb_object_field_bool('{"a": true}'::jsonb, 'a');
+SELECT jsonb_object_field_bool('{"a": false}'::jsonb, 'a');
+SELECT jsonb_object_field_int4('{"a": 42}'::jsonb, 'a');
+SELECT jsonb_object_field_int8('{"a": 9876543210}'::jsonb, 'a');
+SELECT jsonb_object_field_float8('{"a": 3.14}'::jsonb, 'a');
+SELECT jsonb_object_field_int2('{"a": 42}'::jsonb, 'a');
+SELECT jsonb_object_field_int2('{"a": 3}'::jsonb, 'a');
+SELECT jsonb_object_field_float4('{"a": 3.14}'::jsonb, 'a');
+SELECT jsonb_object_field_float4('{"a": 1.5}'::jsonb, 'a');
+-- direct calls: NULL semantics
+SELECT jsonb_object_field_numeric('{"a": 1}'::jsonb, 'missing');
+SELECT jsonb_object_field_numeric('{"a": null}'::jsonb, 'a');
+SELECT jsonb_object_field_bool('{"a": true}'::jsonb, 'missing');
+SELECT jsonb_object_field_int4('{"a": 1}'::jsonb, 'missing');
+SELECT jsonb_object_field_int4('{"a": null}'::jsonb, 'a');
+SELECT jsonb_object_field_float8('{"a": 1.0}'::jsonb, 'missing');
+SELECT jsonb_object_field_int2('{"a": 1}'::jsonb, 'missing');
+SELECT jsonb_object_field_int2('{"a": null}'::jsonb, 'a');
+SELECT jsonb_object_field_float4('{"a": 1.0}'::jsonb, 'missing');
+SELECT jsonb_object_field_float4('{"a": null}'::jsonb, 'a');
+-- direct calls: type-mismatch errors
+SELECT jsonb_object_field_numeric('{"a": "text"}'::jsonb, 'a');
+SELECT jsonb_object_field_bool('{"a": 1}'::jsonb, 'a');
+SELECT jsonb_object_field_numeric('{"a": {"x":1}}'::jsonb, 'a');  -- container to scalar
+SELECT jsonb_object_field_int4('{"a": "text"}'::jsonb, 'a');
+SELECT jsonb_object_field_int8('{"a": true}'::jsonb, 'a');
+SELECT jsonb_object_field_float8('{"a": [1,2]}'::jsonb, 'a');  -- container to float8
+SELECT jsonb_object_field_int2('{"a": "text"}'::jsonb, 'a');  -- string to int2
+SELECT jsonb_object_field_float4('{"a": true}'::jsonb, 'a');  -- bool to float4
+SELECT jsonb_object_field_int2('{"a": [1,2]}'::jsonb, 'a');  -- container to int2
+SELECT jsonb_object_field_float4('{"a": {"x":1}}'::jsonb, 'a');  -- container to float4
+-- direct calls: integer overflow
+SELECT jsonb_object_field_int4('{"a": 9999999999}'::jsonb, 'a');
+-- direct calls: int2 overflow
+SELECT jsonb_object_field_int2('{"a": 99999}'::jsonb, 'a');
 
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'scalar';
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'array';
@@ -1614,4 +1730,4 @@ select ('[{"name": "alice"}, {"name": "bob"}]'::jsonb).name;
 select ('true'::jsonb)::bool;
 select ('true'::jsonb).bool;
 select ('{"text": "hello"}'::jsonb)::text;
-select ('{"text": "hello"}'::jsonb).text;
+select ('{"text": "hello"}'::jsonb).text;
\ No newline at end of file
-- 
2.52.0

